Browse State-of-the-Art › quantile regression › Papers, page 2
quantile regression
Papers archive 2025-07-28
archive papers tagged: 420 · with a code link: 102 · where Syntology ran a sample: 18 (13 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (18 of 420 tagged: 13 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)
Page 2 of 5: papers 101 to 200 of 420, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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4 Oct 2017 1 repository listed
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10 Jul 2016 1 repository listed
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2048: Reinforcement Learning in a Delayed Reward Environment7 Jul 2025 0 repositories listed
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Conditional Generative Modeling for Enhanced Credit Risk Management in Supply Chain Finance18 Jun 2025 0 repositories listed
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Enhancing One-run Privacy Auditing with Quantile Regression-Based Membership Inference18 Jun 2025 0 repositories listed
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Safety-Aware Reinforcement Learning for Control via Risk-Sensitive Action-Value Iteration and Quantile Regression8 Jun 2025 0 repositories listed
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Membership Inference Attacks for Unseen Classes6 Jun 2025 0 repositories listed
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Scalable quantile predictions of peak loads for non-residential customer segments26 May 2025 0 repositories listed
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Behind the Noise: Conformal Quantile Regression Reveals Emergent Representations13 May 2025 0 repositories listed
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Extreme Conformal Prediction: Reliable Intervals for High-Impact Events13 May 2025 0 repositories listed
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Who's at Risk? Effects of Inflation on Unemployment Risk9 May 2025 0 repositories listed
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Likelihood-Free Adaptive Bayesian Inference via Nonparametric Distribution Matching7 May 2025 0 repositories listed
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Learning Survival Distributions with the Asymmetric Laplace Distribution6 May 2025 0 repositories listed
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Dynamic Discrete-Continuous Choice Models: Identification and Conditional Choice Probability Estimation23 Apr 2025 0 repositories listed
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A Piecewise Lyapunov Analysis of Sub-quadratic SGD: Applications to Robust and Quantile Regression11 Apr 2025 0 repositories listed
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Deep Distributional Learning with Non-crossing Quantile Network11 Apr 2025 0 repositories listed
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Offline and Distributional Reinforcement Learning for Wireless Communications4 Apr 2025 0 repositories listed
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Multi-stage model predictive control for slug flow crystallizers using uncertainty-aware surrogate models28 Mar 2025 0 repositories listed
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Enhanced Route Planning with Calibrated Uncertainty Set13 Mar 2025 0 repositories listed
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Efficient Membership Inference Attacks by Bayesian Neural Network10 Mar 2025 0 repositories listed
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The impact of external uncertainties on the extreme return connectedness between food, fossil energy, and clean energy markets9 Mar 2025 0 repositories listed
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Conformal forecasting for surgical instrument trajectory6 Mar 2025 0 repositories listed
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On the Importance of Clearsky Model in Short-Term Solar Radiation Forecasting6 Mar 2025 0 repositories listed
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Minimum Distance Estimation of Quantile Panel Data Models25 Feb 2025 0 repositories listed
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On Quantile Regression Forests for Modelling Mixed-Frequency and Longitudinal Data24 Feb 2025 0 repositories listed
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Rectifying Conformity Scores for Better Conditional Coverage22 Feb 2025 0 repositories listed
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biastest: Testing parameter equality across different models in Stata20 Feb 2025 0 repositories listed
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Multi-Layer Deep xVA: Structural Credit Models, Measure Changes and Convergence Analysis20 Feb 2025 0 repositories listed
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Imputation Strategies for Rightcensored Wages in Longitudinal Datasets18 Feb 2025 0 repositories listed
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Likelihood-Ratio Regularized Quantile Regression: Adapting Conformal Prediction to High-Dimensional Covariate Shifts18 Feb 2025 0 repositories listed
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A Pathwise Coordinate Descent Algorithm for LASSO Penalized Quantile Regression17 Feb 2025 0 repositories listed
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Self-Normalized Inference in (Quantile, Expected Shortfall) Regressions for Time Series14 Feb 2025 0 repositories listed
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Relational Conformal Prediction for Correlated Time Series13 Feb 2025 0 repositories listed
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Generative Distribution Prediction: A Unified Approach to Multimodal Learning10 Feb 2025 0 repositories listed
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Conformal Prediction for Electricity Price Forecasting in the Day-Ahead and Real-Time Balancing Market7 Feb 2025 0 repositories listed
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Sequential Multi-objective Multi-agent Reinforcement Learning Approach for Predictive Maintenance4 Feb 2025 0 repositories listed
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nabqr: Python package for improving probabilistic forecasts29 Jan 2025 0 repositories listed
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Will artificial intelligence accelerate or delay the race between nuclear energy technology budgeting and net-zero emissions?29 Jan 2025 0 repositories listed
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Data-Driven vs Traditional Approaches to Power Transformer's Top-Oil Temperature Estimation28 Jan 2025 0 repositories listed
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Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates24 Jan 2025 0 repositories listed
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Uncertainty-Aware Digital Twins: Robust Model Predictive Control using Time-Series Deep Quantile Learning17 Jan 2025 0 repositories listed
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Enhanced Quantile Regression with Spiking Neural Networks for Long-Term System Health Prognostics9 Jan 2025 0 repositories listed
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Risk-averse policies for natural gas futures trading using distributional reinforcement learning8 Jan 2025 0 repositories listed
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High-frequency Density Nowcasts of U.S. State-Level Carbon Dioxide Emissions6 Jan 2025 0 repositories listed
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Uncertainty separation via ensemble quantile regression18 Dec 2024 0 repositories listed
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Convolution Mode Regression7 Dec 2024 0 repositories listed
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Spatial Conformal Inference through Localized Quantile Regression2 Dec 2024 0 repositories listed
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Density-Calibrated Conformal Quantile Regression29 Nov 2024 0 repositories listed
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Transfer Learning for High-dimensional Quantile Regression with Distribution Shift29 Nov 2024 0 repositories listed
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Spatiotemporal Density Correction of Multivariate Global Climate Model Projections using Deep Learning27 Nov 2024 0 repositories listed
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Coherent Hierarchical Probabilistic Forecasting of Electric Vehicle Charging Demand1 Nov 2024 0 repositories listed
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Predictive Quantile Regression with High-Dimensional Predictors: The Variable Screening Approach19 Oct 2024 0 repositories listed
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Bin-Conditional Conformal Prediction of Fatalities from Armed Conflict18 Oct 2024 0 repositories listed
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Global Censored Quantile Random Forest16 Oct 2024 0 repositories listed
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Deep and Probabilistic Solar Irradiance Forecast at the Arctic Circle10 Oct 2024 0 repositories listed
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Bayesian Binary Search2 Oct 2024 0 repositories listed
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Order of Magnitude Speedups for LLM Membership Inference22 Sep 2024 0 repositories listed
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Robust Bond Risk Premia Predictability Test in the Quantiles19 Sep 2024 0 repositories listed
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A sparse PAC-Bayesian approach for high-dimensional quantile prediction3 Sep 2024 0 repositories listed
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Optimal Kernel Quantile Learning with Random Features24 Aug 2024 0 repositories listed
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Enhancing Causal Discovery in Financial Networks with Piecewise Quantile Regression22 Aug 2024 0 repositories listed
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Magazine Supply Optimization: a Case-study16 Aug 2024 0 repositories listed
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Robust Deep Reinforcement Learning for Inverter-based Volt-Var Control in Partially Observable Distribution Networks13 Aug 2024 0 repositories listed
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fastkqr: A Fast Algorithm for Kernel Quantile Regression10 Aug 2024 0 repositories listed
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Federated Smoothing Proximal Gradient for Quantile Regression with Non-Convex Penalties10 Aug 2024 0 repositories listed
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Quantile Regression using Random Forest Proximities5 Aug 2024 0 repositories listed
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Decentralized Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties2 Aug 2024 0 repositories listed
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Flusion: Integrating multiple data sources for accurate influenza predictions26 Jul 2024 0 repositories listed
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Ensemble quantile-based deep learning framework for streamflow and flood prediction in Australian catchments20 Jul 2024 0 repositories listed
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Conditional Quantile Estimation for Uncertain Watch Time in Short-Video Recommendation17 Jul 2024 0 repositories listed
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Probabilistic Conformal Prediction with Approximate Conditional Validity1 Jul 2024 0 repositories listed
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Combinations of distributional regression algorithms with application in uncertainty estimation of corrected satellite precipitation products29 Jun 2024 0 repositories listed
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Towards Deep Learning for Predicting Microbial Fuel Cell Energy Output17 Jun 2024 0 repositories listed
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Stacking for Probabilistic Short-term Load Forecasting15 Jun 2024 0 repositories listed
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An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing31 May 2024 0 repositories listed
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Data-Driven Personalized Energy Consumption Range Estimation for Plug-in Hybrid Electric Vehicles in Urban Traffic27 May 2024 0 repositories listed
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Kernel-based Optimally Weighted Conformal Prediction Intervals27 May 2024 0 repositories listed
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ReModels: Quantile Regression Averaging models18 May 2024 0 repositories listed
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A quantile-based nonadditive fixed effects model6 May 2024 0 repositories listed
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Reliable Interval Prediction of Minimum Operating Voltage Based on On-chip Monitors via Conformalized Quantile Regression3 May 2024 0 repositories listed
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Heart Rate and Body Temperature Relationship in Children Admitted to PICU -- A Machine Learning Approach30 Apr 2024 0 repositories listed
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Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression2 Apr 2024 0 repositories listed
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Fused LASSO as Non-Crossing Quantile Regression20 Mar 2024 0 repositories listed
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Ensemble learning for predictive uncertainty estimation with application to the correction of satellite precipitation products14 Mar 2024 0 repositories listed
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Heterogeneous Image-based Classification Using Distributional Data Analysis11 Mar 2024 0 repositories listed
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Fast Algorithms for Quantile Regression with Selection26 Feb 2024 0 repositories listed
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Multiple Yield Curve Modeling and Forecasting using Deep Learning30 Jan 2024 0 repositories listed
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Does green innovation crowd out other innovation of firms? Based on the extended CDM model and unconditional quantile regressions29 Jan 2024 0 repositories listed
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Local Identification in Instrumental Variable Multivariate Quantile Regression Models21 Jan 2024 0 repositories listed
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Beyond mirkwood: Enhancing SED Modeling with Conformal Predictions21 Dec 2023 0 repositories listed
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Membership Inference Attacks on Diffusion Models via Quantile Regression8 Dec 2023 0 repositories listed
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Deep Ensembles Meets Quantile Regression: Uncertainty-aware Imputation for Time Series3 Dec 2023 0 repositories listed
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Learning to Simulate: Generative Metamodeling via Quantile Regression29 Nov 2023 0 repositories listed
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13 Nov 2023 0 repositories listed
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Uncertainty estimation of machine learning spatial precipitation predictions from satellite data13 Nov 2023 0 repositories listed
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Bayesian Quantile Regression with Subset Selection: A Decision Analysis Perspective3 Nov 2023 0 repositories listed
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Use of Deep Neural Networks for Uncertain Stress Functions with Extensions to Impact Mechanics3 Nov 2023 0 repositories listed
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Exploring a new machine learning based probabilistic model for high-resolution indoor radon mapping, using the German indoor radon survey data17 Oct 2023 0 repositories listed
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Smoothed instrumental variables quantile regression13 Oct 2023 0 repositories listed
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Probabilistic Load Forecasting of Distribution Power Systems based on Empirical Copulas5 Oct 2023 0 repositories listed